AI & ML 12 min read
Your GPU Is Bored: A Practical Utilization Playbook
A measurement-first guide to finding GPU idle time, fixing input stalls, tuning precision and batches, and improving training or inference throughput.
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AI & ML 10 min read
Containerizing AI Applications: Architecture and a Hugging Face Example
A practical guide to containerized AI application architecture, with design patterns and a working FastAPI service powered by a Hugging Face model.
AI & ML 6 min read
The 99.4% Accurate Model That Caught Zero Fraud
A fraud detection story about why accuracy is the most overrated metric in ML, told through one embarrassingly lazy model.
AI & ML 6 min read
Iris Species Classification: The Machine Learning Workflow
End-to-end Iris species classification using Python and scikit-learn, covering data validation, EDA, model comparison, evaluation, interpretation & prediction.
AI & ML 4 min read
Llama 3.1 vs 3.2 - Which Model is Right for You?
Compare Llama 3.1 vs 3.2 across multimodal capabilities, model sizes, and practical use cases to choose the right model.
DevOps 2 min read
Terraform Safety - Keep Resources Safe from Accidental Deletion
Learn how to protect Terraform resources from accidental deletion using lifecycle.prevent_destroy and enable_deletion_protection. A must-read guide for DevOps engineers who value safe and stable infrastructure.
DevOps 11 min read
Serverless Auth Made Simple - AWS Cognito, Lambda & API Gateway
Learn how to build custom authentication APIs using AWS Cognito, Lambda, and API Gateway — without managing a single backend server. A serverless approach to secure, scalable, and cost-effective centralized auth.
DevOps 9 min read
Secure Authentication for Python Apps with AWS Cognito
Simple Python web application using Flask and AWS Cognito for authentication. The application supports both Hosted UI and custom login page for user authentication.
DevOps 11 min read
Deploying Kubernetes Operator for Avi on Amazon EKS
Step by step guide to configure Avi Kubernetes Operator (AKO) on EKS with Avi Controller.
DevOps 10 min read
Avi on AWS: Comprehensive Installation Guide
A simplified guide to install NSX Advanced Load Balancer (Avi) on AWS to work with EKS cluster.
DevOps 9 min read
How to containerize Next.js app with buildpacks
This blog shows simple steps to containerize Next.js app using cloud native buildpacks.
DevOps 6 min read
How to containerize Next.js app with docker build
Simple steps to containerize Next.js app deployed with npm packages using docker build.